Tweets were collectect between April 9 and July 16, 2020 using not only the SPX500 tag but also the top 25 companies in the index and "#stocks". Cite - Taborda, Bruno; de Almeida, Ana ; Carlos Dias, José; Batista, Fernando; Ribeiro, Ricardo (2020), “